{"id":"W3013439734","doi":"10.18438/eblip29689","title":"Libraries Support First-Generation Students through Services and Spaces, but Can Do More","year":2020,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Medical education; Charter; Library science; Psychology; Presentation (obstetrics); Survey research; Medicine; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003955715,0.0007164525,0.0006231831,0.001778604,0.0044384,0.01534723,0.001698871,0.004164379,0.0810603],"category_scores_gemma":[0.0211581,0.0003301383,0.000664718,0.002172817,0.003310199,0.02129112,0.01538433,0.002839601,0.03185275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001696646,"about_ca_system_score_gemma":0.007552358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379218,"about_ca_topic_score_gemma":0.008303617,"domain_scores_codex":[0.9953949,0.002199492,0.0002101018,0.000302351,0.0008804519,0.001012602],"domain_scores_gemma":[0.9806183,0.004474594,0.001623009,0.002420323,0.002896712,0.007967015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001014069,0.0004175444,0.01506626,0.001831844,0.00005415939,0.0007078433,0.02707831,0.00009719021,0.0007723363,0.02137442,0.3686723,0.5638264],"study_design_scores_gemma":[0.00003412408,0.0001290215,0.005310149,0.001497105,0.00002983366,0.0006083035,0.04309386,0.00005510172,0.0003756178,0.008656408,0.9401625,0.00004809487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1002283,0.03909692,0.006229551,0.4062817,0.007516226,0.000298458,0.001056736,0.00207744,0.4372147],"genre_scores_gemma":[0.5648807,0.04414214,0.01244864,0.1353908,0.006909412,0.0004138785,0.001287627,0.0009669817,0.2335599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9846528,"threshold_uncertainty_score":0.2711737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660539250962212,"score_gpt":0.3046806946983808,"score_spread":0.2680753021887586,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}